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Author

Guangjin Pan

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Aug 2026

Wireless Signals as Tokens: Repurposing Large Language Models for Indoor Localization: (Invited Paper)

Indoor positioning based on Wi-Fi signals remains a long-standing challenge due to environmental dynamics, multipath propagation, and hardware heterogeneity across devices and vendors. Existing fingerprinting and model-based methods rely on labor-intensive calibration and retraining, leading to significant performance...

Zheng Xing, Wen-Chao Liu, Guangjin Pan et al. · 0 citations
Review Aug 2026

Foundation Models for Wireless Localization: Pretraining, Adaptation, and Utilization

A unified framework for FM-based wireless localization that learns transferable channel representations from large-scale unlabeled channel state information and adapts to new environments with minimal or even no supervision is presented.

Guangjin Pan, Jia-Jia Guo, Zheng Xing et al. · 0 citations
Preprint Aug 2026

Physics-Informed WiFi Sensing for Robust 3D Human Pose Estimation in Mobile and Cross-Environment Settings

This work presents a physics-informed WiFi sensing framework for robust 3D human pose estimation under mobile and cross-environment settings that significantly improves robustness and generalization performance compared to state-of-the-art methods, particularly under cross-environment scenarios.

Kai-Xuan Huang, Yuanbo Chen, Guangjin Pan et al. · 0 citations

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